Classification of metagenomic sequences: methods and challenges.
Sharmila S. MandeMonzoorul Haque MohammedTarini Shankar GhoshPublished in: Briefings Bioinform. (2012)
Keyphrases
- machine learning methods
- classification method
- preprocessing
- benchmark datasets
- cross validation
- machine learning
- sequence analysis
- classification systems
- classification models
- support vector machine svm
- class labels
- robust classification
- high dimensional data
- automatic classification
- feature vectors
- neural networks and support vector machines
- real world
- k nearest neighbour
- pattern recognition
- sequence data
- classification scheme
- lessons learned
- significant improvement
- hidden markov models
- classification accuracy
- machine learning algorithms